Ruben Sanchez-Romero

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Causal Discovery

Top Venues

J. Mach. Learn. Res.

Publications

Bryan Andrews, Joseph D. Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees. NeurIPS (2023)
Bryan Andrews, Joseph D. Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees. CoRR (2023)
Ruben Sanchez-Romero, Takuya Ito, Ravi D. Mill, Stephen José Hanson, Michael W. Cole
Causally informed activity flow models provide mechanistic insight into network-generated cognitive activations. NeuroImage 278 (2023)
Ruben Sanchez-Romero, Michael W. Cole
Combining Multiple Functional Connectivity Methods to Improve Causal Inferences. J. Cogn. Neurosci. 33 (2) (2021)
Biwei Huang, Kun Zhang, Jiji Zhang, Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf
Causal Discovery from Heterogeneous/Nonstationary Data. J. Mach. Learn. Res. 21 (2020)
Biwei Huang, Kun Zhang, Ruben Sanchez-Romero, Joseph D. Ramsey, Madelyn Glymour, Clark Glymour
Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data. CoRR (2019)
Biwei Huang, Kun Zhang, Jiji Zhang, Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf
Causal Discovery from Heterogeneous/Nonstationary Data. CoRR (2019)
Ruben Sanchez-Romero, Joseph D. Ramsey, Kun Zhang, Clark Glymour
Identification of Effective Connectivity Subregions. CoRR (2019)
Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf
Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows. ICDM (2017)
Joseph D. Ramsey, Madelyn Glymour, Ruben Sanchez-Romero, Clark Glymour
A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images. Int. J. Data Sci. Anal. 3 (2) (2017)
Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour
Non-Gaussian methods and high-pass filters in the estimation of effective connections. NeuroImage 84 (2014)